JFrog (FROG) is back in focus after reporting quarterly and full year 2025 results that paired revenue growth with a smaller net loss, along with 2026 guidance that highlights cloud and AI related products as key priorities.

After rallying strongly over the past few years, with a 3 year total shareholder return of 110.46%, JFrog's recent momentum has cooled. This is shown by a 30 day share price return of a 16.39% decline following its earnings, guidance, analyst commentary, 10 K filing, and an ESOP related shelf registration.

If JFrog's focus on AI tools has caught your attention, this could be a good moment to look at other names benefiting from similar themes through our list of 58 profitable AI stocks that aren't just burning cash.

With revenue at US$531.84 million in 2025, ongoing net losses of US$71.82 million, a recent 16.39% 30 day share price decline, and a value score of 1, is JFrog now mispriced or already reflecting future growth?

Most Popular Narrative: 34.4% Undervalued

Compared to JFrog's last close at $47.57, the most widely followed narrative arrives at a fair value of $72.53, using an 8.42% discount rate and detailed long term cash flow assumptions.

Growing regulatory and industry focus on software supply chain security, as well as rising threats from new AI/ML development patterns (such as code assistants and MCP servers), are catalyzing customer consolidation around unified DevSecOps solutions. JFrog's security portfolio is seeing accelerating adoption, leading to higher attach rates, cross-sell, and expansion of net dollar retention and operating margin over time.

Curious why this narrative supports such a large gap between fair value and the current price? Revenue compounding, margin uplift and a rich future earnings multiple all sit at the core of the story. The exact mix of those inputs is where it gets interesting.

Result: Fair Value of $72.53 (UNDERVALUED)

However, this hinges on JFrog sustaining large enterprise deals and security uptake. Any slowdown in these areas could quickly challenge the undervaluation case.

Another View: Multiples Point to Rich Pricing

That 34.4% undervaluation narrative sits awkwardly beside JFrog's current P/S of 10.7x. The fair ratio is 6.3x, while peers sit around 5.3x and the broader US software group at 3.6x. For you, that gap means valuation risk if growth or sentiment wobble.

Next Steps

If this mix of optimism and caution feels familiar, do not wait too long to form your own view of the story and take time to weigh up 2 key rewards and 2 important warning signs.

Looking for more investment ideas?

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This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.